This assignment is to visualize historical US election data and unemployment rates across US counties using choropleths. The following choropleths are created to visualize the percentage of the vote received for Republican candidate for president and the unemployment rate for the years of 2008, 2012 and 2016.
## OGR data source with driver: ESRI Shapefile
## Source: "/Users/shrewdli/ANLY503_Portfolio", layer: "cb_2016_us_county_20m"
## with 3220 features
## It has 9 fields
## Integer64 fields read as strings: ALAND AWATER## OGR data source with driver: ESRI Shapefile
## Source: "/Users/shrewdli/ANLY503_Portfolio", layer: "cb_2016_us_county_20m"
## with 3220 features
## It has 9 fields
## Integer64 fields read as strings: ALAND AWATER## OGR data source with driver: ESRI Shapefile
## Source: "/Users/shrewdli/ANLY503_Portfolio", layer: "cb_2016_us_county_20m"
## with 3220 features
## It has 9 fields
## Integer64 fields read as strings: ALAND AWATER## OGR data source with driver: ESRI Shapefile
## Source: "/Users/shrewdli/ANLY503_Portfolio", layer: "cb_2016_us_county_20m"
## with 3220 features
## It has 9 fields
## Integer64 fields read as strings: ALAND AWATER## OGR data source with driver: ESRI Shapefile
## Source: "/Users/shrewdli/ANLY503_Portfolio", layer: "cb_2016_us_county_20m"
## with 3220 features
## It has 9 fields
## Integer64 fields read as strings: ALAND AWATER## OGR data source with driver: ESRI Shapefile
## Source: "/Users/shrewdli/ANLY503_Portfolio", layer: "cb_2016_us_county_20m"
## with 3220 features
## It has 9 fields
## Integer64 fields read as strings: ALAND AWATER